ASSISTANT PROFESSOR OF COMPUTER ENGINEERING

Bahar
Farahani, PhD

Engineering trustworthy intelligence, from computing systems to a more connected world.

Physical AI, Trustworthy AI, AIoT, Smart and Connected Health, and Space Computing.

RESEARCH LABORATORYFARA Intelligence LaboratoryFuture Architectures for Trustworthy and Autonomous Intelligence Laboratory
Portrait of Dr. Bahar Farahani
RESEARCH THAT CONNECTS DISCIPLINES↓
RESEARCH

Research areas

Research interests spanning intelligent systems, trustworthy learning, engineering design, and emerging computing infrastructure.

01

Smart & Connected Health

Intelligent healthcare platforms integrating connected sensing, AI, and data-driven approaches to digital and personalized care.

Digital healthHealthcare IoT / IoMTClinical AILLMs in healthcareRemote patient monitoringHealth data analyticsPersonalized healthcareClinical decision support
02

Privacy-Preserving & Trustworthy AI

Distributed and collaborative machine learning with privacy, fairness, and trustworthy deployment in real-world systems.

Federated learningPrivacy-preserving MLPersonalized & clustered FLHeterogeneous FLFederated fine-tuningTrustworthy AIFairness in clinical LLMsDistributed learning
03

Physical AI, Edge AI & Distributed Intelligent Systems

Intelligent systems connecting AI with physical environments, sensing, edge computing, and distributed intelligence.

Physical AIAIoTEdge AIEdge–fog–cloud computingIoT architecturesBig data analyticsDistributed intelligenceEdge resource orchestrationIntelligent industrial IoT
04

Computer Architecture & Hardware–Software Co-Design

Architecture-aware design and cross-layer optimization, encompassing custom instructions, semiconductor dependability, and AI-driven design tools.

Computer architectureCustom instruction selectionInstruction-set extensionsHardware–software co-designPVTA variationsTransient faults & soft errorsAI-assisted chip designEDA & design automationCross-layer reliability
05

Agentic & Generative AI

Trustworthy and capable language-model systems for reasoning, decision-making, scientific workflows, and engineering automation.

Agentic AIGenerative AI / LLMsAgentic reasoningPlanning & tool useTrustworthy AI agentsLLMs for chip designAgentic EDA workflowsLLM evaluationClinical LLMs
06

Space & Non-Terrestrial Computing

Computing and communications beyond terrestrial infrastructure, including resilient architectures for orbital systems.

Space data centersNon-terrestrial networksOrbital Open RANSpace-based edge computingDistributed space infrastructureResilient computing
PUBLICATIONS & CITATIONS

Explore the complete publication record.

A complete and continuously updated list of publications is available on Google Scholar.

View Google Scholar
ABOUT

A cross-disciplinary
research perspective.

Dr. Bahar Farahani is an Assistant Professor at Shahid Beheshti University and received her Ph.D. in Computer Engineering from the University of Tehran.

Her research spans artificial intelligence, Physical AI, Trustworthy AI, privacy-preserving machine learning, federated learning, big data analytics, AIoT, smart and connected health, and computer architecture, including custom instruction design and hardware–software co-design. Her recent work also explores agentic AI and space computing.

Her research laboratory, FARA Intelligence Laboratory (Future Architectures for Trustworthy and Autonomous Intelligence Laboratory), brings these interests together around trustworthy and autonomous intelligence.

She has authored or co-authored more than 60 scholarly publications and book chapters and has served in international journal and conference editorial and leadership roles. Her academic and industry work includes data-driven solutions in healthcare, smart infrastructure, industrial IoT, and AI-integrated platforms.

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ACADEMIC JOURNEY
2020 — PRESENT

Assistant Professor

Shahid Beheshti University · Research, graduate supervision, and teaching.

2018 — 2019

Postdoctoral Research

Shahid Beheshti University · IoT, big data, and machine learning.

2010 — 2017

Ph.D. in Computer Engineering

University of Tehran · Cross-layer approaches to soft errors and PVTA variation in processors.

BOOKS

Edited volumes

Two Springer Nature books on the technologies and practical applications of smart and connected health.

Cover of Smart and Connected Health: Applications and Real-World Use Cases
EDITED BOOK · SPRINGER NATURE · 2026

Smart and Connected Health: Applications and Real-World Use Cases

Edited by Bahar Farahani · Farshad Firouzi · Krishnendu Chakrabarty

A collection of real-world applications and practical perspectives on connected care, medical intelligence, and trustworthy healthcare technologies.

Cover of Smart and Connected Health: AI, IoT, and Trustworthy Technologies
EDITED BOOK · SPRINGER NATURE · 2026

Smart and Connected Health: AI, IoT, and Trustworthy Technologies

Edited by Farshad Firouzi · Bahar Farahani · Krishnendu Chakrabarty

An interdisciplinary reference on AI, IoT, edge–fog–cloud computing, and trustworthy systems in connected health.

RECOGNITION

Honors & awards

Research recognition, professional awards, and academic distinctions over the course of her career.

  1. 2026
    Outstanding Reviewer Award

    Design, Automation & Test in Europe (DATE) Conference

  2. 2023–2026
    World’s Top 2% Scientists

    Stanford/Elsevier recognition, as reported in the CV

  3. 2025
    Most Influential Papers of the Past Decade

    Elsevier Information Systems — for the edge–fog–cloud and AI-driven IoT paper

  4. 2025
    Distinguished International Researcher Award

    Shahid Beheshti University

  5. 2024
    Best Paper Award

    IEEE International Conference on Omni-layer Intelligent Systems (COINS)

  6. 2024
    U.S. National Interest Waiver (NIW)

    Granted based on research contributions in AI and IoT, as stated in the CV

  7. 2022
    Top Researcher Award (Highest H5-Index)

    Shahid Beheshti University

  8. 2015
    McCluskey Best Doctoral Thesis Contest — Semifinalist

    United States

  9. 2011
    Best Instructor

    University of Applied Science and Technology, Hadi Institute

  10. 2010
    Ranked 1st in Ph.D. Entrance Exam

    Computer Architecture, University of Tehran

  11. 2009
    Ranked 2nd among M.Sc. Students

    ICT Engineering, Iran University of Science and Technology

  12. 2009
    Outstanding M.Sc. Thesis Award

    Iran University of Science and Technology

PROFESSIONAL SERVICE

Service & leadership

Professional-society appointments, editorial service, conference leadership, and peer review.

Professional society appointments

  • 2025 – PresentCommittee SecretaryIEEE Iran Section Educational Activities Committee
  • 2025 – PresentVice ChairIEEE Iran Section Young Professionals Committee
  • 2025 – PresentCommittee MemberIranian Society of Cryptology (ISC)

Conference leadership & committees

  • 2024 – PresentSteering Committee MemberIEEE International Conference on Omni-layer Intelligent Systems (COINS)
  • 2023 – PresentDiversity and Inclusion ChairIEEE COINS
  • 2020 – 2023Technical Program ChairIEEE COINS
  • 2025 – PresentTechnical Program Committee MemberDesign, Automation & Test in Europe (DATE)
  • 2024 – PresentTechnical Program Committee MemberIEEE Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC)
  • 2020 – PresentTechnical Program Committee MemberIranian Conference on Advances in Enterprise Architecture
  • 2017 – 2020Technical Program Committee MemberInternational Conference on Complex Information Systems (COMPLEXIS)
  • 2017Workshop OrganizerIEEE/ACM ICCAD — eHealth Workshop

Journal editorial roles

  • Lead Guest EditorIEEE Journal of Biomedical and Health Informatics (JBHI)
  • Guest EditorIEEE Internet of Things Journal
  • Guest EditorFuture Generation Computer Systems (Elsevier)
  • Guest EditorIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD)
  • Guest EditorIEEE Transactions on Very Large-Scale Integration (VLSI) Systems
  • Guest EditorInformation Systems (Elsevier)
  • Guest EditorJournal of Network and Computer Applications

National graduate admissions

  • 2023 – 2025Exam Committee MemberIranian National Graduate Entrance Examination

    Developed official Computer Engineering and Information Technology examination questions for the national graduate admissions examination.

Peer-review service 12 journals ↗
  • IEEE Internet of Things Journal (IoT-J)
  • IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD)
  • IEEE Transactions on Very Large-Scale Integration (VLSI) Systems
  • IEEE Transactions on Network and Service Management (TNSM)
  • ACM Transactions on Design Automation of Electronic Systems (TODAES)
  • Future Generation Computer Systems (FGCS)
  • Microelectronics Reliability
  • Microprocessors and Microsystems
  • Journal of Medical Systems
  • Earth Science Informatics
  • Array (Elsevier)
  • Journal of Network and Computer Applications
TEACHING & TALKS

Teaching & engagement

Courses taught across computer engineering and intelligent systems, alongside research talks and presentations.

Teaching experience

  • Machine Learning and Artificial Intelligence
  • Machine-to-Machine (M2M) and Internet of Things (IoT)
  • Data Mining
  • Pattern Recognition
  • Data Science
  • Computer Networks
  • Database Systems
  • Big Data Technologies
  • Microprocessor
  • Digital Logic Design Laboratory
  • Network Security
  • Internet Engineering
  • Network Laboratory
  • Fundamentals of Information Technology
  • New Communication Technologies
  • Computer Fundamentals

Talks & presentations

  1. 2026
    Why the Future of AI Is Moving to Space

    IEEE Iran Section Annual Event

  2. 2025
    A Connected World with IoT: Innovations, Trends, and the Imperative of Security

    International Winter School on Information Security and Cryptology

  3. 2024
    Harnessing the Power of LLMs in Cancer Care: Foundations, Applications, and Challenges

    International Congress of Cancer Genomics

  4. 2023
    Design and Implementation of Modern Data Warehouses in Enterprises based on Apache Hadoop Architecture

    Conference on Advancements in Enterprise Architecture

  5. 2023
    Foundations and Frontiers of Big Data Analytics

    Data Science Academy, University of Tehran

  6. 2023
    Navigating the Tech Industry as a Woman

    IEEE COINS, Berlin, Germany

  7. 2021
    Blockchain for Smart Cities: Opportunities, Challenges, and Applications

    Conference on Research and Innovation in Urban Management

BEYOND THE CLASSROOM

Innovation & outreach

Academic entrepreneurship, event leadership, and applied technology experience.

2026

Azadeh Innovation Award · Third Edition

Program Committee Chair

Scientific evaluation framework, expert-review coordination, and proposal assessment.

2025 – Present

StartEA Innovation Events

Founder, Program Designer & Event Chair

Founded an event series connecting entrepreneurship, enterprise architecture, and emerging technologies.

2025 – Present

Career Fair Series

Founder, Program Designer & Event Chair

Established the Career Fair Series to connect students with industry, including ISCISC 2025 (Shahid Beheshti University) and ISCISC 2026 (Amirkabir University of Technology).

2022 – 2024

Azadeh Innovation Awards · First & Second Editions

Mentor & Judge

Mentored and evaluated early-stage startups in AI and IoT.

2022

Entrepreneurship Event on Aging and Chronic Disease Rehabilitation

Judge & Evaluator

Evaluated health-technology startup presentations and technical feasibility.

CONTACT

Let’s connect
ideas and people.

For research collaboration, scholarly activities, student inquiries, and professional connections.